Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 3720 |
| Missing cells | 6802 |
| Missing cells (%) | 7.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.4 MiB |
| Average record size in memory | 675.3 B |
Variable types
| Categorical | 13 |
|---|---|
| Numeric | 11 |
society has a high cardinality: 682 distinct values | High cardinality |
sector has a high cardinality: 107 distinct values | High cardinality |
areaWithType has a high cardinality: 2375 distinct values | High cardinality |
price_cr is highly overall correlated with price_per_sqft and 7 other fields | High correlation |
price_per_sqft is highly overall correlated with price_cr | High correlation |
area is highly overall correlated with price_cr and 5 other fields | High correlation |
bedRoom is highly overall correlated with price_cr and 5 other fields | High correlation |
bathroom is highly overall correlated with price_cr and 4 other fields | High correlation |
super_built_up_area is highly overall correlated with price_cr and 7 other fields | High correlation |
built_up_area is highly overall correlated with price_cr and 4 other fields | High correlation |
carpet_area is highly overall correlated with price_cr and 5 other fields | High correlation |
property_type is highly overall correlated with price_cr and 2 other fields | High correlation |
facing is highly overall correlated with built_up_area | High correlation |
servant room is highly overall correlated with super_built_up_area | High correlation |
store room is highly imbalanced (55.5%) | Imbalance |
facing has 1061 (28.5%) missing values | Missing |
super_built_up_area has 1844 (49.6%) missing values | Missing |
built_up_area has 1995 (53.6%) missing values | Missing |
carpet_area has 1833 (49.3%) missing values | Missing |
area is highly skewed (γ1 = 29.89518153) | Skewed |
built_up_area is highly skewed (γ1 = 41.04521156) | Skewed |
carpet_area is highly skewed (γ1 = 24.43032572) | Skewed |
floorNum has 130 (3.5%) zeros | Zeros |
luxury_score has 476 (12.8%) zeros | Zeros |
nearbyLoc_score has 199 (5.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-22 06:40:36.633717 |
|---|---|
| Analysis finished | 2023-09-22 06:41:02.981365 |
| Duration | 26.35 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
property_type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 251.5 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.2384409 |
| Min length | 4 |
Characters and Unicode
| Total characters | 15767 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | flat |
| 4th row | flat |
| 5th row | flat |
Common Values
| Value | Count | Frequency (%) |
| flat | 2833 | |
| house | 887 | 23.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2833 | |
| house | 887 | 23.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2833 | |
| l | 2833 | |
| a | 2833 | |
| t | 2833 | |
| h | 887 | 5.6% |
| o | 887 | 5.6% |
| u | 887 | 5.6% |
| s | 887 | 5.6% |
| e | 887 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 15767 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 2833 | |
| l | 2833 | |
| a | 2833 | |
| t | 2833 | |
| h | 887 | 5.6% |
| o | 887 | 5.6% |
| u | 887 | 5.6% |
| s | 887 | 5.6% |
| e | 887 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15767 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 2833 | |
| l | 2833 | |
| a | 2833 | |
| t | 2833 | |
| h | 887 | 5.6% |
| o | 887 | 5.6% |
| u | 887 | 5.6% |
| s | 887 | 5.6% |
| e | 887 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15767 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 2833 | |
| l | 2833 | |
| a | 2833 | |
| t | 2833 | |
| h | 887 | 5.6% |
| o | 887 | 5.6% |
| u | 887 | 5.6% |
| s | 887 | 5.6% |
| e | 887 | 5.6% |
society
Categorical
| Distinct | 682 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 297.3 KiB |
| independent | |
|---|---|
| tulip violet | 75 |
| ss the leaf | 73 |
| shapoorji pallonji joyville gurugram | 42 |
| dlf new town heights | 42 |
| Other values (677) |
Length
| Max length | 49 |
|---|---|
| Median length | 40 |
| Mean length | 16.840549 |
| Min length | 1 |
Characters and Unicode
| Total characters | 62630 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 310 ? |
|---|---|
| Unique (%) | 8.3% |
Sample
| 1st row | experion the heartsong |
|---|---|
| 2nd row | tulip violet |
| 3rd row | shree vardhman victoria |
| 4th row | sare green parc phase 3 |
| 5th row | mvn athens |
Common Values
| Value | Count | Frequency (%) |
| independent | 512 | 13.8% |
| tulip violet | 75 | 2.0% |
| ss the leaf | 73 | 2.0% |
| shapoorji pallonji joyville gurugram | 42 | 1.1% |
| dlf new town heights | 42 | 1.1% |
| signature global park | 35 | 0.9% |
| shree vardhman victoria | 34 | 0.9% |
| smart world orchard | 33 | 0.9% |
| emaar mgf emerald floors premier | 32 | 0.9% |
| dlf the ultima | 31 | 0.8% |
| Other values (672) | 2810 |
Length
| Value | Count | Frequency (%) |
| independent | 517 | 5.3% |
| the | 349 | 3.6% |
| dlf | 220 | 2.3% |
| park | 211 | 2.2% |
| city | 166 | 1.7% |
| emaar | 155 | 1.6% |
| m3m | 152 | 1.6% |
| global | 152 | 1.6% |
| signature | 149 | 1.5% |
| heights | 134 | 1.4% |
| Other values (785) | 7545 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6821 | 10.9% |
| 6033 | 9.6% | |
| a | 5898 | 9.4% |
| n | 4260 | 6.8% |
| r | 4203 | 6.7% |
| i | 3870 | 6.2% |
| t | 3762 | 6.0% |
| s | 3496 | 5.6% |
| l | 2955 | 4.7% |
| o | 2768 | 4.4% |
| Other values (31) | 18564 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 56045 | |
| Space Separator | 6033 | 9.6% |
| Decimal Number | 531 | 0.8% |
| Other Punctuation | 12 | < 0.1% |
| Dash Punctuation | 9 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6821 | |
| a | 5898 | 10.5% |
| n | 4260 | 7.6% |
| r | 4203 | 7.5% |
| i | 3870 | 6.9% |
| t | 3762 | 6.7% |
| s | 3496 | 6.2% |
| l | 2955 | 5.3% |
| o | 2768 | 4.9% |
| d | 2547 | 4.5% |
| Other values (16) | 15465 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 207 | |
| 2 | 81 | 15.3% |
| 1 | 77 | 14.5% |
| 6 | 56 | 10.5% |
| 8 | 32 | 6.0% |
| 4 | 19 | 3.6% |
| 5 | 17 | 3.2% |
| 7 | 15 | 2.8% |
| 9 | 14 | 2.6% |
| 0 | 13 | 2.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 9 | |
| / | 2 | 16.7% |
| . | 1 | 8.3% |
Space Separator
| Value | Count | Frequency (%) |
| 6033 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 56045 | |
| Common | 6585 | 10.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6821 | |
| a | 5898 | 10.5% |
| n | 4260 | 7.6% |
| r | 4203 | 7.5% |
| i | 3870 | 6.9% |
| t | 3762 | 6.7% |
| s | 3496 | 6.2% |
| l | 2955 | 5.3% |
| o | 2768 | 4.9% |
| d | 2547 | 4.5% |
| Other values (16) | 15465 |
Common
| Value | Count | Frequency (%) |
| 6033 | ||
| 3 | 207 | 3.1% |
| 2 | 81 | 1.2% |
| 1 | 77 | 1.2% |
| 6 | 56 | 0.9% |
| 8 | 32 | 0.5% |
| 4 | 19 | 0.3% |
| 5 | 17 | 0.3% |
| 7 | 15 | 0.2% |
| 9 | 14 | 0.2% |
| Other values (5) | 34 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 62630 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6821 | 10.9% |
| 6033 | 9.6% | |
| a | 5898 | 9.4% |
| n | 4260 | 6.8% |
| r | 4203 | 6.7% |
| i | 3870 | 6.2% |
| t | 3762 | 6.0% |
| s | 3496 | 5.6% |
| l | 2955 | 4.7% |
| o | 2768 | 4.4% |
| Other values (31) | 18564 |
sector
Categorical
| Distinct | 107 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 269.6 KiB |
| sohna road | 168 |
|---|---|
| sector 85 | 108 |
| sector 102 | 107 |
| sector 92 | 100 |
| sector 69 | 93 |
| Other values (102) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 9.2067204 |
| Min length | 8 |
Characters and Unicode
| Total characters | 34249 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | sector 108 |
|---|---|
| 2nd row | sector 69 |
| 3rd row | sector 70 |
| 4th row | sector 92 |
| 5th row | sohna road |
Common Values
| Value | Count | Frequency (%) |
| sohna road | 168 | 4.5% |
| sector 85 | 108 | 2.9% |
| sector 102 | 107 | 2.9% |
| sector 92 | 100 | 2.7% |
| sector 69 | 93 | 2.5% |
| sector 90 | 89 | 2.4% |
| sector 65 | 87 | 2.3% |
| sector 81 | 87 | 2.3% |
| sector 109 | 86 | 2.3% |
| sector 79 | 77 | 2.1% |
| Other values (97) | 2718 |
Length
| Value | Count | Frequency (%) |
| sector | 3552 | |
| sohna | 168 | 2.3% |
| road | 168 | 2.3% |
| 85 | 108 | 1.5% |
| 102 | 107 | 1.4% |
| 92 | 100 | 1.3% |
| 69 | 93 | 1.2% |
| 90 | 89 | 1.2% |
| 65 | 87 | 1.2% |
| 81 | 87 | 1.2% |
| Other values (99) | 2881 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 3888 | |
| s | 3720 | |
| r | 3720 | |
| 3720 | ||
| c | 3603 | |
| e | 3552 | |
| t | 3552 | |
| 1 | 1125 | 3.3% |
| 0 | 808 | 2.4% |
| 8 | 782 | 2.3% |
| Other values (11) | 5779 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23128 | |
| Decimal Number | 7401 | 21.6% |
| Space Separator | 3720 | 10.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 3888 | |
| s | 3720 | |
| r | 3720 | |
| c | 3603 | |
| e | 3552 | |
| t | 3552 | |
| a | 526 | 2.3% |
| d | 231 | 1.0% |
| n | 168 | 0.7% |
| h | 168 | 0.7% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1125 | |
| 0 | 808 | |
| 8 | 782 | |
| 9 | 765 | |
| 6 | 749 | |
| 7 | 691 | |
| 2 | 688 | |
| 3 | 669 | |
| 5 | 621 | |
| 4 | 503 |
Space Separator
| Value | Count | Frequency (%) |
| 3720 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23128 | |
| Common | 11121 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3720 | ||
| 1 | 1125 | 10.1% |
| 0 | 808 | 7.3% |
| 8 | 782 | 7.0% |
| 9 | 765 | 6.9% |
| 6 | 749 | 6.7% |
| 7 | 691 | 6.2% |
| 2 | 688 | 6.2% |
| 3 | 669 | 6.0% |
| 5 | 621 | 5.6% |
Latin
| Value | Count | Frequency (%) |
| o | 3888 | |
| s | 3720 | |
| r | 3720 | |
| c | 3603 | |
| e | 3552 | |
| t | 3552 | |
| a | 526 | 2.3% |
| d | 231 | 1.0% |
| n | 168 | 0.7% |
| h | 168 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34249 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 3888 | |
| s | 3720 | |
| r | 3720 | |
| 3720 | ||
| c | 3603 | |
| e | 3552 | |
| t | 3552 | |
| 1 | 1125 | 3.3% |
| 0 | 808 | 2.4% |
| 8 | 782 | 2.3% |
| Other values (11) | 5779 |
price_cr
Real number (ℝ)
| Distinct | 474 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 16 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5302997 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 58.1 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.95 |
| median | 1.52 |
| Q3 | 2.75 |
| 95-th percentile | 8.5 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 2.9730588 |
|---|---|
| Coefficient of variation (CV) | 1.1749829 |
| Kurtosis | 14.932686 |
| Mean | 2.5302997 |
| Median Absolute Deviation (MAD) | 0.73 |
| Skewness | 3.2746171 |
| Sum | 9372.23 |
| Variance | 8.8390784 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.25 | 80 | 2.2% |
| 1.5 | 65 | 1.7% |
| 1.2 | 64 | 1.7% |
| 0.9 | 64 | 1.7% |
| 1.1 | 62 | 1.7% |
| 1.4 | 61 | 1.6% |
| 1.3 | 58 | 1.6% |
| 0.95 | 55 | 1.5% |
| 2 | 53 | 1.4% |
| 1.75 | 48 | 1.3% |
| Other values (464) | 3094 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 8 | |
| 0.21 | 6 | |
| 0.22 | 9 | |
| 0.23 | 2 | 0.1% |
| 0.24 | 6 | |
| 0.25 | 11 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
price_per_sqft
Real number (ℝ)
| Distinct | 2671 |
|---|---|
| Distinct (%) | 72.1% |
| Missing | 16 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13954.85 |
| Minimum | 4 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 58.1 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4705.15 |
| Q1 | 6812.75 |
| median | 9023 |
| Q3 | 13889 |
| 95-th percentile | 33333 |
| Maximum | 600000 |
| Range | 599996 |
| Interquartile range (IQR) | 7076.25 |
Descriptive statistics
| Standard deviation | 23300.036 |
|---|---|
| Coefficient of variation (CV) | 1.669673 |
| Kurtosis | 182.12387 |
| Mean | 13954.85 |
| Median Absolute Deviation (MAD) | 2805 |
| Skewness | 11.253883 |
| Sum | 51688765 |
| Variance | 5.428917 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 27 | 0.7% |
| 8000 | 20 | 0.5% |
| 5000 | 18 | 0.5% |
| 22222 | 14 | 0.4% |
| 11111 | 14 | 0.4% |
| 12500 | 14 | 0.4% |
| 6666 | 13 | 0.3% |
| 7500 | 12 | 0.3% |
| 8333 | 12 | 0.3% |
| 6000 | 11 | 0.3% |
| Other values (2661) | 3549 | |
| (Missing) | 16 | 0.4% |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
area
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 1325 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 16 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2879.2171 |
| Minimum | 45 |
|---|---|
| Maximum | 875000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 58.1 KiB |
Quantile statistics
| Minimum | 45 |
|---|---|
| 5-th percentile | 510.6 |
| Q1 | 1223 |
| median | 1728 |
| Q3 | 2300 |
| 95-th percentile | 4249.4 |
| Maximum | 875000 |
| Range | 874955 |
| Interquartile range (IQR) | 1077 |
Descriptive statistics
| Standard deviation | 23033.372 |
|---|---|
| Coefficient of variation (CV) | 7.9998734 |
| Kurtosis | 952.77155 |
| Mean | 2879.2171 |
| Median Absolute Deviation (MAD) | 530 |
| Skewness | 29.895182 |
| Sum | 10664620 |
| Variance | 5.3053623 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 54 | 1.5% |
| 1350 | 49 | 1.3% |
| 1800 | 47 | 1.3% |
| 3240 | 45 | 1.2% |
| 1950 | 43 | 1.2% |
| 900 | 42 | 1.1% |
| 2700 | 39 | 1.0% |
| 2000 | 33 | 0.9% |
| 2250 | 25 | 0.7% |
| 2400 | 23 | 0.6% |
| Other values (1315) | 3304 |
| Value | Count | Frequency (%) |
| 45 | 1 | < 0.1% |
| 50 | 4 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | |
| 61 | 1 | < 0.1% |
| 67 | 2 | |
| 70 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 875000 | 1 | |
| 642857 | 1 | |
| 620000 | 1 | |
| 566667 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517 | 2 | |
| 65261 | 1 | |
| 58228 | 1 |
areaWithType
Categorical
| Distinct | 2375 |
|---|---|
| Distinct (%) | 63.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 432.5 KiB |
| Plot area 360(301.01 sq.m.) | 38 |
|---|---|
| Plot area 300(250.84 sq.m.) | 26 |
| Plot area 200(167.23 sq.m.) | 19 |
| Plot area 502(419.74 sq.m.) | 19 |
| Super Built up area 1950(181.16 sq.m.)Carpet area: 1161 sq.ft. (107.86 sq.m.) | 17 |
| Other values (2370) |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 54.050806 |
| Min length | 12 |
Characters and Unicode
| Total characters | 201069 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1866 ? |
|---|---|
| Unique (%) | 50.2% |
Sample
| 1st row | Super Built up area 2779(258.18 sq.m.)Built Up area: 2204.25 sq.ft. (204.78 sq.m.)Carpet area: 1631.07 sq.ft. (151.53 sq.m.) |
|---|---|
| 2nd row | Super Built up area 1578(146.6 sq.m.)Carpet area: 1538 sq.ft. (142.88 sq.m.) |
| 3rd row | Super Built up area 1950(181.16 sq.m.)Carpet area: 1161 sq.ft. (107.86 sq.m.) |
| 4th row | Super Built up area 1956(181.72 sq.m.) |
| 5th row | Built Up area: 481 (44.69 sq.m.) |
Common Values
| Value | Count | Frequency (%) |
| Plot area 360(301.01 sq.m.) | 38 | 1.0% |
| Plot area 300(250.84 sq.m.) | 26 | 0.7% |
| Plot area 200(167.23 sq.m.) | 19 | 0.5% |
| Plot area 502(419.74 sq.m.) | 19 | 0.5% |
| Super Built up area 1950(181.16 sq.m.)Carpet area: 1161 sq.ft. (107.86 sq.m.) | 17 | 0.5% |
| Plot area 270(225.75 sq.m.) | 17 | 0.5% |
| Super Built up area 1578(146.6 sq.m.) | 17 | 0.5% |
| Plot area 900(83.61 sq.m.) | 16 | 0.4% |
| Super Built up area 1350(125.42 sq.m.) | 15 | 0.4% |
| Plot area 150(125.42 sq.m.) | 14 | 0.4% |
| Other values (2365) | 3522 |
Length
| Value | Count | Frequency (%) |
| area | 5626 | |
| sq.m | 3698 | |
| up | 3034 | 10.0% |
| built | 2328 | 7.7% |
| super | 1876 | 6.2% |
| sq.ft | 1757 | 5.8% |
| sq.m.)carpet | 1193 | 3.9% |
| plot | 705 | 2.3% |
| sq.m.)built | 704 | 2.3% |
| carpet | 690 | 2.3% |
| Other values (2865) | 8785 |
Most occurring characters
| Value | Count | Frequency (%) |
| 26676 | 13.3% | |
| . | 20565 | 10.2% |
| a | 13279 | 6.6% |
| r | 9529 | 4.7% |
| e | 9389 | 4.7% |
| 1 | 9273 | 4.6% |
| s | 7634 | 3.8% |
| q | 7494 | 3.7% |
| t | 7383 | 3.7% |
| p | 6797 | 3.4% |
| Other values (25) | 83050 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 83403 | |
| Decimal Number | 47544 | |
| Space Separator | 26676 | 13.3% |
| Other Punctuation | 23610 | 11.7% |
| Uppercase Letter | 8660 | 4.3% |
| Close Punctuation | 5588 | 2.8% |
| Open Punctuation | 5588 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13279 | |
| r | 9529 | |
| e | 9389 | |
| s | 7634 | |
| q | 7494 | |
| t | 7383 | |
| p | 6797 | |
| u | 6786 | |
| m | 5597 | |
| l | 3739 | 4.5% |
| Other values (5) | 5776 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9273 | |
| 0 | 6700 | |
| 2 | 5722 | |
| 5 | 4753 | |
| 3 | 4002 | |
| 4 | 3757 | |
| 6 | 3709 | 7.8% |
| 7 | 3278 | 6.9% |
| 8 | 3184 | 6.7% |
| 9 | 3166 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 3034 | |
| C | 1887 | |
| S | 1876 | |
| U | 1158 | 13.4% |
| P | 705 | 8.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20565 | |
| : | 3045 | 12.9% |
Space Separator
| Value | Count | Frequency (%) |
| 26676 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5588 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5588 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 109006 | |
| Latin | 92063 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13279 | |
| r | 9529 | |
| e | 9389 | |
| s | 7634 | |
| q | 7494 | |
| t | 7383 | |
| p | 6797 | |
| u | 6786 | |
| m | 5597 | 6.1% |
| l | 3739 | 4.1% |
| Other values (10) | 14436 |
Common
| Value | Count | Frequency (%) |
| 26676 | ||
| . | 20565 | |
| 1 | 9273 | 8.5% |
| 0 | 6700 | 6.1% |
| 2 | 5722 | 5.2% |
| ) | 5588 | 5.1% |
| ( | 5588 | 5.1% |
| 5 | 4753 | 4.4% |
| 3 | 4002 | 3.7% |
| 4 | 3757 | 3.4% |
| Other values (5) | 16382 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 201069 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 26676 | 13.3% | |
| . | 20565 | 10.2% |
| a | 13279 | 6.6% |
| r | 9529 | 4.7% |
| e | 9389 | 4.7% |
| 1 | 9273 | 4.6% |
| s | 7634 | 3.8% |
| q | 7494 | 3.7% |
| t | 7383 | 3.7% |
| p | 6797 | 3.4% |
| Other values (25) | 83050 |
bedRoom
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.369086 |
| Minimum | 1 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 58.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 36 |
| Range | 35 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.968032 |
|---|---|
| Coefficient of variation (CV) | 0.58414419 |
| Kurtosis | 35.436854 |
| Mean | 3.369086 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.3057819 |
| Sum | 12533 |
| Variance | 3.87315 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1507 | |
| 2 | 951 | |
| 4 | 670 | |
| 5 | 213 | 5.7% |
| 1 | 128 | 3.4% |
| 6 | 78 | 2.1% |
| 9 | 41 | 1.1% |
| 8 | 31 | 0.8% |
| 7 | 28 | 0.8% |
| 12 | 28 | 0.8% |
| Other values (10) | 45 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 128 | 3.4% |
| 2 | 951 | |
| 3 | 1507 | |
| 4 | 670 | |
| 5 | 213 | 5.7% |
| 6 | 78 | 2.1% |
| 7 | 28 | 0.8% |
| 8 | 31 | 0.8% |
| 9 | 41 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 12 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 28 | |
| 11 | 1 | < 0.1% |
bathroom
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4284946 |
| Minimum | 1 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 58.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 36 |
| Range | 35 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.0161341 |
|---|---|
| Coefficient of variation (CV) | 0.5880523 |
| Kurtosis | 33.035775 |
| Mean | 3.4284946 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.0274709 |
| Sum | 12754 |
| Variance | 4.0647969 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1086 | |
| 2 | 1061 | |
| 4 | 830 | |
| 5 | 295 | 7.9% |
| 1 | 161 | 4.3% |
| 6 | 118 | 3.2% |
| 7 | 41 | 1.1% |
| 9 | 41 | 1.1% |
| 8 | 26 | 0.7% |
| 12 | 22 | 0.6% |
| Other values (10) | 39 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 161 | 4.3% |
| 2 | 1061 | |
| 3 | 1086 | |
| 4 | 830 | |
| 5 | 295 | 7.9% |
| 6 | 118 | 3.2% |
| 7 | 41 | 1.1% |
| 8 | 26 | 0.7% |
| 9 | 41 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 8 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 22 | |
| 11 | 4 | 0.1% |
balcony
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 240.9 KiB |
| 3+ | |
|---|---|
| 3 | |
| 2 | |
| 1 | |
| 0 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3166667 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4898 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3+ |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1178 | |
| 3 | 1078 | |
| 2 | 902 | |
| 1 | 378 | 10.2% |
| 0 | 184 | 4.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2256 | |
| 2 | 902 | 24.2% |
| 1 | 378 | 10.2% |
| 0 | 184 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2256 | |
| + | 1178 | |
| 2 | 902 | 18.4% |
| 1 | 378 | 7.7% |
| 0 | 184 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3720 | |
| Math Symbol | 1178 | 24.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2256 | |
| 2 | 902 | 24.2% |
| 1 | 378 | 10.2% |
| 0 | 184 | 4.9% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1178 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4898 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2256 | |
| + | 1178 | |
| 2 | 902 | 18.4% |
| 1 | 378 | 7.7% |
| 0 | 184 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4898 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2256 | |
| + | 1178 | |
| 2 | 902 | 18.4% |
| 1 | 378 | 7.7% |
| 0 | 184 | 3.8% |
floorNum
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 20 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7486486 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 130 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 58.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0063552 |
|---|---|
| Coefficient of variation (CV) | 0.89000858 |
| Kurtosis | 4.5362872 |
| Mean | 6.7486486 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.7029404 |
| Sum | 24970 |
| Variance | 36.076303 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 507 | |
| 2 | 505 | |
| 1 | 367 | 9.9% |
| 4 | 319 | 8.6% |
| 8 | 196 | 5.3% |
| 6 | 182 | 4.9% |
| 10 | 179 | 4.8% |
| 7 | 178 | 4.8% |
| 5 | 168 | 4.5% |
| 9 | 161 | 4.3% |
| Other values (33) | 938 |
| Value | Count | Frequency (%) |
| 0 | 130 | 3.5% |
| 1 | 367 | |
| 2 | 505 | |
| 3 | 507 | |
| 4 | 319 | |
| 5 | 168 | 4.5% |
| 6 | 182 | 4.9% |
| 7 | 178 | 4.8% |
| 8 | 196 | 5.3% |
| 9 | 161 | 4.3% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 1 | < 0.1% |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
facing
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1061 |
| Missing (%) | 28.5% |
| Memory size | 228.0 KiB |
| North-East | |
|---|---|
| East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.8371568 |
| Min length | 4 |
Characters and Unicode
| Total characters | 18180 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | South-West |
|---|---|
| 2nd row | East |
| 3rd row | North |
| 4th row | North |
| 5th row | North |
Common Values
| Value | Count | Frequency (%) |
| North-East | 631 | |
| East | 630 | |
| North | 394 | 10.6% |
| West | 250 | 6.7% |
| South | 232 | 6.2% |
| North-West | 194 | 5.2% |
| South-East | 174 | 4.7% |
| South-West | 154 | 4.1% |
| (Missing) | 1061 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| north-east | 631 | |
| east | 630 | |
| north | 394 | |
| west | 250 | 9.4% |
| south | 232 | 8.7% |
| north-west | 194 | 7.3% |
| south-east | 174 | 6.5% |
| south-west | 154 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3812 | |
| s | 2033 | |
| o | 1779 | |
| h | 1779 | |
| E | 1435 | 7.9% |
| a | 1435 | 7.9% |
| N | 1219 | 6.7% |
| r | 1219 | 6.7% |
| - | 1153 | 6.3% |
| W | 598 | 3.3% |
| Other values (3) | 1718 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13215 | |
| Uppercase Letter | 3812 | 21.0% |
| Dash Punctuation | 1153 | 6.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 3812 | |
| s | 2033 | |
| o | 1779 | |
| h | 1779 | |
| a | 1435 | 10.9% |
| r | 1219 | 9.2% |
| e | 598 | 4.5% |
| u | 560 | 4.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1435 | |
| N | 1219 | |
| W | 598 | |
| S | 560 | 14.7% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1153 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 17027 | |
| Common | 1153 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 3812 | |
| s | 2033 | |
| o | 1779 | |
| h | 1779 | |
| E | 1435 | 8.4% |
| a | 1435 | 8.4% |
| N | 1219 | 7.2% |
| r | 1219 | 7.2% |
| W | 598 | 3.5% |
| e | 598 | 3.5% |
| Other values (2) | 1120 | 6.6% |
Common
| Value | Count | Frequency (%) |
| - | 1153 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18180 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 3812 | |
| s | 2033 | |
| o | 1779 | |
| h | 1779 | |
| E | 1435 | 7.9% |
| a | 1435 | 7.9% |
| N | 1219 | 6.7% |
| r | 1219 | 6.7% |
| - | 1153 | 6.3% |
| W | 598 | 3.3% |
| Other values (3) | 1718 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.7 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.366398 |
| Min length | 9 |
Characters and Unicode
| Total characters | 49723 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Relatively New |
|---|---|
| 2nd row | Relatively New |
| 3rd row | Relatively New |
| 4th row | Moderately Old |
| 5th row | Relatively New |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1653 | |
| New Property | 596 | 16.0% |
| Moderately Old | 572 | 15.4% |
| Undefined | 319 | 8.6% |
| Old Property | 315 | 8.5% |
| Under Construction | 265 | 7.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2249 | |
| relatively | 1653 | |
| property | 911 | |
| old | 887 | 12.5% |
| moderately | 572 | 8.0% |
| undefined | 319 | 4.5% |
| under | 265 | 3.7% |
| construction | 265 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8513 | |
| l | 4765 | 9.6% |
| t | 3666 | 7.4% |
| 3401 | 6.8% | |
| y | 3136 | 6.3% |
| r | 2924 | 5.9% |
| d | 2362 | 4.8% |
| N | 2249 | 4.5% |
| w | 2249 | 4.5% |
| i | 2237 | 4.5% |
| Other values (15) | 14221 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 39201 | |
| Uppercase Letter | 7121 | 14.3% |
| Space Separator | 3401 | 6.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 8513 | |
| l | 4765 | |
| t | 3666 | |
| y | 3136 | 8.0% |
| r | 2924 | 7.5% |
| d | 2362 | 6.0% |
| w | 2249 | 5.7% |
| i | 2237 | 5.7% |
| a | 2225 | 5.7% |
| o | 2013 | 5.1% |
| Other values (7) | 5111 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2249 | |
| R | 1653 | |
| P | 911 | |
| O | 887 | 12.5% |
| U | 584 | 8.2% |
| M | 572 | 8.0% |
| C | 265 | 3.7% |
Space Separator
| Value | Count | Frequency (%) |
| 3401 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 46322 | |
| Common | 3401 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 8513 | |
| l | 4765 | 10.3% |
| t | 3666 | 7.9% |
| y | 3136 | 6.8% |
| r | 2924 | 6.3% |
| d | 2362 | 5.1% |
| N | 2249 | 4.9% |
| w | 2249 | 4.9% |
| i | 2237 | 4.8% |
| a | 2225 | 4.8% |
| Other values (14) | 11996 |
Common
| Value | Count | Frequency (%) |
| 3401 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49723 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 8513 | |
| l | 4765 | 9.6% |
| t | 3666 | 7.4% |
| 3401 | 6.8% | |
| y | 3136 | 6.3% |
| r | 2924 | 5.9% |
| d | 2362 | 4.8% |
| N | 2249 | 4.5% |
| w | 2249 | 4.5% |
| i | 2237 | 4.5% |
| Other values (15) | 14221 |
super_built_up_area
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 594 |
|---|---|
| Distinct (%) | 31.7% |
| Missing | 1844 |
| Missing (%) | 49.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1923.7029 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 58.1 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 748.75 |
| Q1 | 1474.25 |
| median | 1828 |
| Q3 | 2215 |
| 95-th percentile | 3185 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 740.75 |
Descriptive statistics
| Standard deviation | 765.37637 |
|---|---|
| Coefficient of variation (CV) | 0.39786622 |
| Kurtosis | 10.28315 |
| Mean | 1923.7029 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 1.8266761 |
| Sum | 3608866.5 |
| Variance | 585800.99 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 37 | 1.0% |
| 1950 | 37 | 1.0% |
| 2000 | 25 | 0.7% |
| 1578 | 25 | 0.7% |
| 2150 | 22 | 0.6% |
| 1640 | 22 | 0.6% |
| 2408 | 19 | 0.5% |
| 1900 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| 2812 | 17 | 0.5% |
| Other values (584) | 1635 | |
| (Missing) | 1844 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 1 | |
| 4848 | 2 |
built_up_area
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 653 |
|---|---|
| Distinct (%) | 37.9% |
| Missing | 1995 |
| Missing (%) | 53.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2407.8 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 58.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 260.2 |
| Q1 | 1115 |
| median | 1660 |
| Q3 | 2430 |
| 95-th percentile | 4756 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1315 |
Descriptive statistics
| Standard deviation | 17770.858 |
|---|---|
| Coefficient of variation (CV) | 7.3805375 |
| Kurtosis | 1697.8762 |
| Mean | 2407.8 |
| Median Absolute Deviation (MAD) | 640 |
| Skewness | 41.045212 |
| Sum | 4153454.9 |
| Variance | 3.1580339 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1800 | 41 | 1.1% |
| 3240 | 38 | 1.0% |
| 1350 | 34 | 0.9% |
| 1900 | 34 | 0.9% |
| 2700 | 33 | 0.9% |
| 900 | 32 | 0.9% |
| 1600 | 26 | 0.7% |
| 1300 | 24 | 0.6% |
| 2000 | 24 | 0.6% |
| 1700 | 23 | 0.6% |
| Other values (643) | 1416 | |
| (Missing) | 1995 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 50 | 3 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 4 |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 26000 | 1 | < 0.1% |
| 13500 | 1 | < 0.1% |
| 11286 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 9 | |
| 8775 | 1 | < 0.1% |
| 8286 | 1 | < 0.1% |
| 8067.8 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
carpet_area
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 734 |
|---|---|
| Distinct (%) | 38.9% |
| Missing | 1833 |
| Missing (%) | 49.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2518.1706 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 58.1 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 350 |
| Q1 | 832.48 |
| median | 1300 |
| Q3 | 1787.5 |
| 95-th percentile | 2950 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 955.02 |
Descriptive statistics
| Standard deviation | 22709.454 |
|---|---|
| Coefficient of variation (CV) | 9.0182351 |
| Kurtosis | 609.38997 |
| Mean | 2518.1706 |
| Median Absolute Deviation (MAD) | 476 |
| Skewness | 24.430326 |
| Sum | 4751787.9 |
| Variance | 5.1571931 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1800 | 35 | 0.9% |
| 1600 | 35 | 0.9% |
| 1200 | 31 | 0.8% |
| 1500 | 29 | 0.8% |
| 1350 | 28 | 0.8% |
| 1650 | 28 | 0.8% |
| 1300 | 23 | 0.6% |
| 1000 | 22 | 0.6% |
| 1450 | 22 | 0.6% |
| Other values (724) | 1592 | |
| (Missing) | 1833 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
study room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 239.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3720 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3009 | |
| 1 | 711 | 19.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3009 | |
| 1 | 711 | 19.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3009 | |
| 1 | 711 | 19.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3720 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3009 | |
| 1 | 711 | 19.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3720 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3009 | |
| 1 | 711 | 19.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3720 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3009 | |
| 1 | 711 | 19.1% |
servant room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 239.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3720 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2383 | |
| 1 | 1337 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2383 | |
| 1 | 1337 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2383 | |
| 1 | 1337 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3720 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2383 | |
| 1 | 1337 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3720 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2383 | |
| 1 | 1337 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3720 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2383 | |
| 1 | 1337 |
store room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 239.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3720 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3376 | |
| 1 | 344 | 9.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3376 | |
| 1 | 344 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3376 | |
| 1 | 344 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3720 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3376 | |
| 1 | 344 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3720 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3376 | |
| 1 | 344 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3720 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3376 | |
| 1 | 344 | 9.2% |
pooja room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 239.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3720 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3055 | |
| 1 | 665 | 17.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3055 | |
| 1 | 665 | 17.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3055 | |
| 1 | 665 | 17.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3720 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3055 | |
| 1 | 665 | 17.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3720 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3055 | |
| 1 | 665 | 17.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3720 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3055 | |
| 1 | 665 | 17.9% |
others
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 239.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3720 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3309 | |
| 1 | 411 | 11.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3309 | |
| 1 | 411 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3309 | |
| 1 | 411 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3720 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3309 | |
| 1 | 411 | 11.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3720 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3309 | |
| 1 | 411 | 11.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3720 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3309 | |
| 1 | 411 | 11.0% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 239.8 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 206 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3720 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2444 | |
| 2 | 1070 | |
| 1 | 206 | 5.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2444 | |
| 2 | 1070 | |
| 1 | 206 | 5.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2444 | |
| 2 | 1070 | |
| 1 | 206 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3720 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2444 | |
| 2 | 1070 | |
| 1 | 206 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3720 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2444 | |
| 2 | 1070 | |
| 1 | 206 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3720 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2444 | |
| 2 | 1070 | |
| 1 | 206 | 5.5% |
luxury_score
Real number (ℝ)
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.978495 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 476 |
| Zeros (%) | 12.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 58.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 31 |
| median | 58 |
| Q3 | 110 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 79 |
Descriptive statistics
| Standard deviation | 53.060813 |
|---|---|
| Coefficient of variation (CV) | 0.74756183 |
| Kurtosis | -0.86907689 |
| Mean | 70.978495 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 0.47044229 |
| Sum | 264040 |
| Variance | 2815.4499 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 476 | 12.8% |
| 49 | 350 | 9.4% |
| 174 | 195 | 5.2% |
| 44 | 61 | 1.6% |
| 38 | 55 | 1.5% |
| 165 | 55 | 1.5% |
| 72 | 52 | 1.4% |
| 60 | 47 | 1.3% |
| 15 | 45 | 1.2% |
| 42 | 45 | 1.2% |
| Other values (151) | 2339 |
| Value | Count | Frequency (%) |
| 0 | 476 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 42 | 1.1% |
| 8 | 31 | 0.8% |
| 9 | 10 | 0.3% |
| 12 | 7 | 0.2% |
| 13 | 11 | 0.3% |
| 14 | 12 | 0.3% |
| 15 | 45 | 1.2% |
| Value | Count | Frequency (%) |
| 174 | 195 | |
| 169 | 1 | < 0.1% |
| 168 | 9 | 0.2% |
| 167 | 21 | 0.6% |
| 166 | 10 | 0.3% |
| 165 | 55 | 1.5% |
| 161 | 3 | 0.1% |
| 160 | 28 | 0.8% |
| 159 | 23 | 0.6% |
| 158 | 34 | 0.9% |
nearbyLoc_score
Real number (ℝ)
| Distinct | 75 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.566129 |
| Minimum | 0 |
|---|---|
| Maximum | 98 |
| Zeros | 199 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 58.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 39 |
| median | 55 |
| Q3 | 64 |
| 95-th percentile | 81 |
| Maximum | 98 |
| Range | 98 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 21.204264 |
|---|---|
| Coefficient of variation (CV) | 0.41933729 |
| Kurtosis | -5.4776659 × 10-5 |
| Mean | 50.566129 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.72661393 |
| Sum | 188106 |
| Variance | 449.62079 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 61 | 300 | 8.1% |
| 0 | 199 | 5.3% |
| 63 | 185 | 5.0% |
| 50 | 172 | 4.6% |
| 62 | 147 | 4.0% |
| 49 | 131 | 3.5% |
| 55 | 117 | 3.1% |
| 64 | 108 | 2.9% |
| 25 | 93 | 2.5% |
| 58 | 83 | 2.2% |
| Other values (65) | 2185 |
| Value | Count | Frequency (%) |
| 0 | 199 | |
| 8 | 44 | 1.2% |
| 9 | 17 | 0.5% |
| 16 | 70 | 1.9% |
| 17 | 25 | 0.7% |
| 18 | 43 | 1.2% |
| 21 | 3 | 0.1% |
| 23 | 19 | 0.5% |
| 24 | 48 | 1.3% |
| 25 | 93 |
| Value | Count | Frequency (%) |
| 98 | 3 | 0.1% |
| 90 | 16 | 0.4% |
| 89 | 10 | 0.3% |
| 88 | 20 | 0.5% |
| 87 | 13 | 0.3% |
| 85 | 15 | 0.4% |
| 84 | 8 | 0.2% |
| 83 | 22 | 0.6% |
| 82 | 42 | |
| 81 | 65 |
| price_cr | price_per_sqft | area | bedRoom | bathroom | floorNum | super_built_up_area | built_up_area | carpet_area | luxury_score | nearbyLoc_score | property_type | balcony | facing | agePossession | study room | servant room | store room | pooja room | others | furnishing_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| price_cr | 1.000 | 0.743 | 0.742 | 0.680 | 0.720 | 0.003 | 0.773 | 0.634 | 0.611 | 0.217 | 0.301 | 0.537 | 0.137 | 0.021 | 0.102 | 0.245 | 0.369 | 0.301 | 0.333 | 0.035 | 0.179 |
| price_per_sqft | 0.743 | 1.000 | 0.202 | 0.417 | 0.411 | -0.125 | 0.287 | 0.153 | 0.134 | 0.055 | 0.313 | 0.203 | 0.031 | 0.000 | 0.058 | 0.031 | 0.038 | 0.000 | 0.037 | 0.031 | 0.000 |
| area | 0.742 | 0.202 | 1.000 | 0.619 | 0.684 | 0.119 | 0.948 | 0.863 | 0.801 | 0.262 | 0.136 | 0.027 | 0.009 | 0.022 | 0.000 | 0.018 | 0.015 | 0.038 | 0.037 | 0.042 | 0.043 |
| bedRoom | 0.680 | 0.417 | 0.619 | 1.000 | 0.860 | -0.101 | 0.800 | 0.397 | 0.566 | 0.057 | 0.159 | 0.617 | 0.114 | 0.038 | 0.117 | 0.164 | 0.141 | 0.204 | 0.271 | 0.070 | 0.138 |
| bathroom | 0.720 | 0.411 | 0.684 | 0.860 | 1.000 | -0.001 | 0.819 | 0.487 | 0.595 | 0.183 | 0.193 | 0.440 | 0.162 | 0.035 | 0.079 | 0.162 | 0.311 | 0.174 | 0.266 | 0.071 | 0.164 |
| floorNum | 0.003 | -0.125 | 0.119 | -0.101 | -0.001 | 1.000 | 0.154 | 0.083 | 0.161 | 0.240 | -0.058 | 0.487 | 0.080 | 0.000 | 0.127 | 0.077 | 0.085 | 0.112 | 0.103 | 0.033 | 0.018 |
| super_built_up_area | 0.773 | 0.287 | 0.948 | 0.800 | 0.819 | 0.154 | 1.000 | 0.926 | 0.894 | 0.224 | 0.121 | 1.000 | 0.307 | 0.000 | 0.086 | 0.122 | 0.584 | 0.047 | 0.157 | 0.086 | 0.134 |
| built_up_area | 0.634 | 0.153 | 0.863 | 0.397 | 0.487 | 0.083 | 0.926 | 1.000 | 0.968 | 0.286 | 0.100 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.088 |
| carpet_area | 0.611 | 0.134 | 0.801 | 0.566 | 0.595 | 0.161 | 0.894 | 0.968 | 1.000 | 0.242 | 0.114 | 0.000 | 0.024 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 |
| luxury_score | 0.217 | 0.055 | 0.262 | 0.057 | 0.183 | 0.240 | 0.224 | 0.286 | 0.242 | 1.000 | 0.125 | 0.334 | 0.224 | 0.065 | 0.256 | 0.186 | 0.348 | 0.226 | 0.191 | 0.175 | 0.247 |
| nearbyLoc_score | 0.301 | 0.313 | 0.136 | 0.159 | 0.193 | -0.058 | 0.121 | 0.100 | 0.114 | 0.125 | 1.000 | 0.258 | 0.169 | 0.055 | 0.205 | 0.135 | 0.201 | 0.131 | 0.126 | 0.063 | 0.136 |
| property_type | 0.537 | 0.203 | 0.027 | 0.617 | 0.440 | 0.487 | 1.000 | 0.000 | 0.000 | 0.334 | 0.258 | 1.000 | 0.211 | 0.098 | 0.387 | 0.127 | 0.063 | 0.242 | 0.253 | 0.027 | 0.079 |
| balcony | 0.137 | 0.031 | 0.009 | 0.114 | 0.162 | 0.080 | 0.307 | 0.000 | 0.024 | 0.224 | 0.169 | 0.211 | 1.000 | 0.022 | 0.271 | 0.185 | 0.442 | 0.144 | 0.195 | 0.080 | 0.180 |
| facing | 0.021 | 0.000 | 0.022 | 0.038 | 0.035 | 0.000 | 0.000 | 1.000 | 0.000 | 0.065 | 0.055 | 0.098 | 0.022 | 1.000 | 0.092 | 0.000 | 0.033 | 0.036 | 0.025 | 0.000 | 0.049 |
| agePossession | 0.102 | 0.058 | 0.000 | 0.117 | 0.079 | 0.127 | 0.086 | 0.000 | 0.000 | 0.256 | 0.205 | 0.387 | 0.271 | 0.092 | 1.000 | 0.143 | 0.287 | 0.147 | 0.188 | 0.111 | 0.215 |
| study room | 0.245 | 0.031 | 0.018 | 0.164 | 0.162 | 0.077 | 0.122 | 0.000 | 0.004 | 0.186 | 0.135 | 0.127 | 0.185 | 0.000 | 0.143 | 1.000 | 0.187 | 0.223 | 0.316 | 0.033 | 0.147 |
| servant room | 0.369 | 0.038 | 0.015 | 0.141 | 0.311 | 0.085 | 0.584 | 0.000 | 0.000 | 0.348 | 0.201 | 0.063 | 0.442 | 0.033 | 0.287 | 0.187 | 1.000 | 0.159 | 0.253 | 0.000 | 0.273 |
| store room | 0.301 | 0.000 | 0.038 | 0.204 | 0.174 | 0.112 | 0.047 | 0.000 | 0.000 | 0.226 | 0.131 | 0.242 | 0.144 | 0.036 | 0.147 | 0.223 | 0.159 | 1.000 | 0.302 | 0.107 | 0.156 |
| pooja room | 0.333 | 0.037 | 0.037 | 0.271 | 0.266 | 0.103 | 0.157 | 0.000 | 0.000 | 0.191 | 0.126 | 0.253 | 0.195 | 0.025 | 0.188 | 0.316 | 0.253 | 0.302 | 1.000 | 0.034 | 0.219 |
| others | 0.035 | 0.031 | 0.042 | 0.070 | 0.071 | 0.033 | 0.086 | 0.000 | 0.015 | 0.175 | 0.063 | 0.027 | 0.080 | 0.000 | 0.111 | 0.033 | 0.000 | 0.107 | 0.034 | 1.000 | 0.057 |
| furnishing_type | 0.179 | 0.000 | 0.043 | 0.138 | 0.164 | 0.018 | 0.134 | 0.088 | 0.000 | 0.247 | 0.136 | 0.079 | 0.180 | 0.049 | 0.215 | 0.147 | 0.273 | 0.156 | 0.219 | 0.057 | 1.000 |
| property_type | society | sector | price_cr | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | nearbyLoc_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | experion the heartsong | sector 108 | 3.00 | 18392.0 | 1631.0 | Super Built up area 2779(258.18 sq.m.)Built Up area: 2204.25 sq.ft. (204.78 sq.m.)Carpet area: 1631.07 sq.ft. (151.53 sq.m.) | 4 | 5 | 3+ | 2.0 | South-West | Relatively New | 2779.0 | 2204.25 | 1631.07 | 0 | 1 | 0 | 0 | 0 | 1 | 149 | 58 |
| 1 | flat | tulip violet | sector 69 | 1.37 | 8675.0 | 1579.0 | Super Built up area 1578(146.6 sq.m.)Carpet area: 1538 sq.ft. (142.88 sq.m.) | 3 | 3 | 1 | 12.0 | East | Relatively New | 1578.0 | NaN | 1538.00 | 0 | 0 | 0 | 1 | 0 | 0 | 95 | 61 |
| 2 | flat | shree vardhman victoria | sector 70 | 1.62 | 13953.0 | 1161.0 | Super Built up area 1950(181.16 sq.m.)Carpet area: 1161 sq.ft. (107.86 sq.m.) | 3 | 3 | 3 | 9.0 | North | Relatively New | 1950.0 | NaN | 1161.00 | 0 | 1 | 0 | 0 | 0 | 0 | 96 | 36 |
| 3 | flat | sare green parc phase 3 | sector 92 | 0.95 | 4856.0 | 1956.0 | Super Built up area 1956(181.72 sq.m.) | 4 | 3 | 3 | 4.0 | North | Moderately Old | 1956.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 67 | 49 |
| 4 | flat | mvn athens | sohna road | 0.25 | 5198.0 | 481.0 | Built Up area: 481 (44.69 sq.m.) | 2 | 2 | 0 | 0.0 | NaN | Relatively New | NaN | 481.00 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 37 | 29 |
| 5 | flat | dlf the belaire | sector 54 | 10.00 | 24557.0 | 4072.0 | Super Built up area 4072(378.3 sq.m.)Built Up area: 3000 sq.ft. (278.71 sq.m.)Carpet area: 2800 sq.ft. (260.13 sq.m.) | 4 | 5 | 3+ | 17.0 | North | Moderately Old | 4072.0 | 3000.00 | 2800.00 | 0 | 1 | 0 | 0 | 0 | 1 | 167 | 57 |
| 6 | flat | umang winter hills | sector 77 | 0.92 | 5049.0 | 1822.0 | Super Built up area 1822(169.27 sq.m.)Carpet area: 1400 sq.ft. (130.06 sq.m.) | 3 | 3 | 3 | 17.0 | North-East | Relatively New | 1822.0 | NaN | 1400.00 | 0 | 0 | 0 | 0 | 1 | 2 | 49 | 64 |
| 7 | house | independent | sector 12 | 2.75 | 12343.0 | 2228.0 | Built Up area: 2228 (206.99 sq.m.) | 6 | 6 | 2 | 2.0 | NaN | Undefined | NaN | 2228.00 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | flat | orchid petals | sector 49 | 4.21 | 11835.0 | 3557.0 | Super Built up area 3557(330.46 sq.m.) | 5 | 6 | 3+ | 14.0 | South-East | Relatively New | 3557.0 | NaN | NaN | 0 | 1 | 0 | 1 | 0 | 0 | 35 | 52 |
| 9 | house | independent | sector 11 | 0.95 | 7308.0 | 1300.0 | Built Up area: 1300 (120.77 sq.m.) | 5 | 3 | 0 | 1.0 | NaN | Undefined | NaN | 1300.00 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| property_type | society | sector | price_cr | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | nearbyLoc_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3831 | house | independent | sector 28 | 0.45 | 90000.0 | 50.0 | Built Up area: 50 (4.65 sq.m.) | 5 | 3 | 0 | 1.0 | NaN | Undefined | NaN | 50.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3832 | flat | supertech araville | sector 79 | 1.35 | 9000.0 | 1500.0 | Super Built up area 1530(142.14 sq.m.)Built Up area: 1350 sq.ft. (125.42 sq.m.)Carpet area: 1200 sq.ft. (111.48 sq.m.) | 2 | 2 | 3 | 6.0 | East | New Property | 1530.00 | 1350.0 | 1200.00 | 1 | 0 | 0 | 0 | 1 | 2 | 88 | 8 |
| 3833 | flat | paras dews | sector 106 | 1.20 | 11605.0 | 1034.0 | Super Built up area 1665(154.68 sq.m.)Built Up area: 1145 sq.ft. (106.37 sq.m.)Carpet area: 1034 sq.ft. (96.06 sq.m.) | 3 | 3 | 3 | 12.0 | North-West | Relatively New | 1665.00 | 1145.0 | 1034.00 | 1 | 0 | 0 | 0 | 0 | 0 | 158 | 73 |
| 3834 | flat | signature global solera | sector 107 | 0.36 | 5980.0 | 602.0 | Super Built up area 602(55.93 sq.m.)Built Up area: 598 sq.ft. (55.56 sq.m.)Carpet area: 546 sq.ft. (50.73 sq.m.) | 2 | 2 | 1 | 7.0 | North-West | Relatively New | 602.00 | 598.0 | 546.00 | 0 | 0 | 0 | 0 | 1 | 0 | 49 | 68 |
| 3835 | flat | godrej habitat | sector 3 | 1.10 | 10410.0 | 1057.0 | Super Built up area 1056.58(98.16 sq.m.) | 2 | 2 | 2 | 14.0 | NaN | Under Construction | 1056.58 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 60 | 81 |
| 3836 | house | project mianwali colony | sector 12 | 1.70 | 9444.0 | 1800.0 | Carpet area: 1800 (167.23 sq.m.) | 1 | 1 | 2 | 1.0 | NaN | Undefined | NaN | NaN | 1800.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 61 |
| 3837 | flat | ats kocoon | sector 109 | 1.60 | 9169.0 | 1745.0 | Super Built up area 1745(162.12 sq.m.)Built Up area: 1550 sq.ft. (144 sq.m.) | 3 | 3 | 3 | 10.0 | North | Relatively New | 1745.00 | 1550.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 86 | 55 |
| 3838 | flat | orris aster court premier | sector 85 | 1.50 | 5859.0 | 2560.0 | Super Built up area 2560(237.83 sq.m.)Built Up area: 2017 sq.ft. (187.39 sq.m.)Carpet area: 1800 sq.ft. (167.23 sq.m.) | 4 | 5 | 3+ | 6.0 | West | New Property | 2560.00 | 2017.0 | 1800.00 | 0 | 1 | 0 | 0 | 0 | 2 | 28 | 53 |
| 3839 | flat | ss the leaf | sector 85 | 1.09 | 6666.0 | 1635.0 | Super Built up area 1640(152.36 sq.m.)Built Up area: 1638 sq.ft. (152.18 sq.m.)Carpet area: 1635 sq.ft. (151.9 sq.m.) | 2 | 2 | 3 | 9.0 | South-West | Relatively New | 1640.00 | 1638.0 | 1635.00 | 0 | 0 | 1 | 0 | 0 | 0 | 174 | 63 |
| 3840 | flat | signature the roselia | sector 95 | 0.41 | 6194.0 | 662.0 | Built Up area: 670 (62.25 sq.m.)Carpet area: 569.25 sq.ft. (52.89 sq.m.) | 2 | 2 | 2 | 12.0 | North | New Property | NaN | 670.0 | 569.25 | 1 | 0 | 0 | 0 | 0 | 2 | 90 | 40 |